{"id":"W3212968053","doi":"10.1093/brain/awab329","title":"Sensory processing dysregulations as reliable translational biomarkers in <i>SYNGAP1</i> haploinsufficiency","year":2021,"lang":"en","type":"article","venue":"Brain","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Agence Nationale de la Recherche; Compute Canada","keywords":"Haploinsufficiency; Neuroscience; Psychology; Sensory processing; Sensory system; Biology; Genetics; Phenotype","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901434,0.0007103013,0.0003067869,0.0009084214,0.0002286621,0.0003397676,0.0002350621,0.0003904345,0.001647747],"category_scores_gemma":[0.000370346,0.0001063291,0.0001742349,0.0003219281,0.0005775474,0.0001754301,0.0003706036,0.0003811353,0.0001700473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147321,"about_ca_system_score_gemma":0.00009665384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003107817,"about_ca_topic_score_gemma":0.0004357213,"domain_scores_codex":[0.9998623,0.00002094692,0.00001984809,0.00004283927,0.00003412778,0.00001988523],"domain_scores_gemma":[0.9997151,0.00005449079,0.0001425712,0.00001953106,0.00002462838,0.00004355149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001390386,0.00007548687,0.05021282,0.0001955114,0.0001043174,0.005611509,0.0002793482,0.0002034809,0.9304174,0.0003157538,0.0002836226,0.0109102],"study_design_scores_gemma":[0.00003509463,0.001102276,0.8081252,0.00007462766,0.0002171059,0.01622221,0.0004463667,0.001207629,0.1688146,0.0009623025,0.002759971,0.00003265992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957496,0.001210015,0.001412323,0.000062787,0.00002204758,0.00002502759,0.00049978,0.00007773459,0.0009407462],"genre_scores_gemma":[0.9976529,0.0005330914,0.0009267894,0.00005931129,0.000009948323,0.00003158828,0.0005087269,0.0000172231,0.0002602909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647747,"threshold_uncertainty_score":0.005512238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772694616027843,"score_gpt":0.3513964861781967,"score_spread":0.2936695400179182,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}